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docs: update README file structure and fix typo#41

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sehawq wants to merge 1 commit intomaderix:mainfrom
sehawq:docs/fix-readme-outdated-info
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docs: update README file structure and fix typo#41
sehawq wants to merge 1 commit intomaderix:mainfrom
sehawq:docs/fix-readme-outdated-info

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@sehawq sehawq commented Mar 4, 2026

Summary

  • Updated the file structure section to reflect the current repository layout. The existing tree was missing benchmarks/, bridge/, training_dynamic/, and several newer files (ane_classifier.h, ane_rmsnorm_bwd.h, stories_config.h, stories_cpu_ops.h, stories_io.h, stories_mil.h, dashboard.py, tokenize.py, download_data.sh, train_large_ane.m, etc.)
  • Fixed a typo in the "Fork it, build on it" section — missing space before "If" (...hear about it.If in future...hear about it. If in future)

Test plan

  • Verify the file tree in README matches the actual repo contents
  • Verify the typo fix reads correctly

Update the file structure section to reflect the current repository
layout, including benchmarks/, bridge/, training_dynamic/, and newly
added header files, scripts, and training variants. Fix missing space
in "Fork it, build on it" section.
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